Title:
DEVICES, METHODS AND COMPUTER READABLE MEDIA FOR VISION-ASSISTED DATA COLLECTION FOR RF SENSING
Document Type and Number:
WIPO Patent Application WO/2023/092381
Kind Code:
A1
Abstract:
Disclosed are methods and apparatus for vision-assisted data collection for machine learning (ML) based radio frequency (RF) sensing. An apparatus in a communication network may comprise at least one processor and at least one memory having computer program code stored thereon and configured, with the at least one processor, cause the terminal device to perform: receiving, from a camera controller, vision data associated with first information (510); receiving, from a radio frequency sensing receiver, radio frequency data associated with second information (520); and determining at least one label of the radio frequency data based on the vision data, the first information and the second information, said at least one label being used for machine learning training of a model (530).
Inventors:
LIU JIANGUO (CN)
GAO FEI (CN)
TAO TAO (CN)
MENG YAN (CN)
XU CHAOJUN (CN)
GAO FEI (CN)
TAO TAO (CN)
MENG YAN (CN)
XU CHAOJUN (CN)
Application Number:
PCT/CN2021/133094
Publication Date:
June 01, 2023
Filing Date:
November 25, 2021
Export Citation:
Assignee:
NOKIA SHANGHAI BELL CO LTD (CN)
NOKIA SOLUTIONS & NETWORKS OY (FI)
NOKIA TECHNOLOGIES OY (FI)
NOKIA SOLUTIONS & NETWORKS OY (FI)
NOKIA TECHNOLOGIES OY (FI)
International Classes:
G11B27/036
Foreign References:
| US20200349975A1 | 2020-11-05 | |||
| US20200073969A1 | 2020-03-05 | |||
| US20190325264A1 | 2019-10-24 | |||
| US20170004381A1 | 2017-01-05 |
Attorney, Agent or Firm:
ZY PARTNERS (CN)
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